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Stop vibe-debugging.
Plug Claude into your app's actual errors.
AppSignal's MCP server hands Claude, Cursor, or Zed your real errors, traces, and the deploy that shipped them. AI writes the fix; you review the diff.
With dp4j.jar in your project classpath you directly access private members in your tests, w/o Reflection API boilerplate code; It also generates Design Patterns code and compile-time validates implementations. And Compiler & Co work for you again!
UMLSpeed is a compiler for a C-style language of UML notation. It can produce SVG UML diagrams, XMI documents and generate source code in various languages.